Torsional vibration reduction with augmented inverse model-based controller in wind turbine drivetrain

Wind energy has shown promising advantages in reducing the greenhouse effect by minimizing carbon dioxide emissions to improve earth climate. Wind turbine which falls under the umbrella of renewable energy family promises cleaner environment while generating electricity from wind energy with no bur...

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Main Authors:	Toha, Siti Fauziah, Yoshida, Shigeo, Zhu, Hongzhong
Format:	Conference or Workshop Item
Language:	English English English
Published:	Elsevier B.V. 2017
Subjects:	T Technology (General) TA Engineering (General). Civil engineering (General)
Online Access:	http://irep.iium.edu.my/57336/ http://irep.iium.edu.my/57336/ http://irep.iium.edu.my/57336/ http://irep.iium.edu.my/57336/1/57336_Torsional%20Vibration_complete.pdf http://irep.iium.edu.my/57336/2/57336_Torsional%20Vibration_SCOPUS.pdf http://irep.iium.edu.my/57336/13/57336_Torsional%20vibration%20reduction%20_wos.pdf

id	iium-57336
recordtype	eprints
spelling	iium-573362019-08-17T13:27:00Z http://irep.iium.edu.my/57336/ Torsional vibration reduction with augmented inverse model-based controller in wind turbine drivetrain Toha, Siti Fauziah Yoshida, Shigeo Zhu, Hongzhong T Technology (General) TA Engineering (General). Civil engineering (General) Wind energy has shown promising advantages in reducing the greenhouse effect by minimizing carbon dioxide emissions to improve earth climate. Wind turbine which falls under the umbrella of renewable energy family promises cleaner environment while generating electricity from wind energy with no burnt fossil fuel. However, it portrays challenges in terms of high operating cost due to component failure. Thus this paper discusses on mitigating one of the problems related to wind turbine failure, the torsional vibration reduction in drive train. A generator torque control is investigated together with the particle swarm optimization technique in search for accurate parameters of the controller. This control strategy is a solution to low wind speed areas especially around South East Asian region. An augmented inverse model-based controller and band pass filter is proposed to obtain vibration attenuation at the dominant mode. The modelling endeavor is firstly obtained via particle swarm optimization search capability to obtain an accurate transfer function of the inverse model. A band pass filter (BPF) is then augmented with the inverse model as controller for torsional vibration suppression. Results have shown favorable comparison between the proposed and conventional methods in terms of vibration attenuation level. Elsevier B.V. 2017 Conference or Workshop Item NonPeerReviewed application/pdf en http://irep.iium.edu.my/57336/1/57336_Torsional%20Vibration_complete.pdf application/pdf en http://irep.iium.edu.my/57336/2/57336_Torsional%20Vibration_SCOPUS.pdf application/pdf en http://irep.iium.edu.my/57336/13/57336_Torsional%20vibration%20reduction%20_wos.pdf Toha, Siti Fauziah and Yoshida, Shigeo and Zhu, Hongzhong (2017) Torsional vibration reduction with augmented inverse model-based controller in wind turbine drivetrain. In: IEEE International Symposium on Robotics and Intelligent Sensors, IRIS 2016, 17-20 Dec 2016, Hosei UniversityTokyo; Japan. http://ac.els-cdn.com/S1877050917302648/1-s2.0-S1877050917302648-main.pdf?_tid=c95e5404-5555-11e7-bdeb-00000aab0f27&acdnat=1497921440_7576fb3455ff890014caaf704a215b7f 10.1016/j.procs.2017.01.211
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English English English
topic	T Technology (General) TA Engineering (General). Civil engineering (General)
spellingShingle	T Technology (General) TA Engineering (General). Civil engineering (General) Toha, Siti Fauziah Yoshida, Shigeo Zhu, Hongzhong Torsional vibration reduction with augmented inverse model-based controller in wind turbine drivetrain
description	Wind energy has shown promising advantages in reducing the greenhouse effect by minimizing carbon dioxide emissions to improve earth climate. Wind turbine which falls under the umbrella of renewable energy family promises cleaner environment while generating electricity from wind energy with no burnt fossil fuel. However, it portrays challenges in terms of high operating cost due to component failure. Thus this paper discusses on mitigating one of the problems related to wind turbine failure, the torsional vibration reduction in drive train. A generator torque control is investigated together with the particle swarm optimization technique in search for accurate parameters of the controller. This control strategy is a solution to low wind speed areas especially around South East Asian region. An augmented inverse model-based controller and band pass filter is proposed to obtain vibration attenuation at the dominant mode. The modelling endeavor is firstly obtained via particle swarm optimization search capability to obtain an accurate transfer function of the inverse model. A band pass filter (BPF) is then augmented with the inverse model as controller for torsional vibration suppression. Results have shown favorable comparison between the proposed and conventional methods in terms of vibration attenuation level.
format	Conference or Workshop Item
author	Toha, Siti Fauziah Yoshida, Shigeo Zhu, Hongzhong
author_facet	Toha, Siti Fauziah Yoshida, Shigeo Zhu, Hongzhong
author_sort	Toha, Siti Fauziah
title	Torsional vibration reduction with augmented inverse model-based controller in wind turbine drivetrain
title_short	Torsional vibration reduction with augmented inverse model-based controller in wind turbine drivetrain
title_full	Torsional vibration reduction with augmented inverse model-based controller in wind turbine drivetrain
title_fullStr	Torsional vibration reduction with augmented inverse model-based controller in wind turbine drivetrain
title_full_unstemmed	Torsional vibration reduction with augmented inverse model-based controller in wind turbine drivetrain
title_sort	torsional vibration reduction with augmented inverse model-based controller in wind turbine drivetrain
publisher	Elsevier B.V.
publishDate	2017
url	http://irep.iium.edu.my/57336/ http://irep.iium.edu.my/57336/ http://irep.iium.edu.my/57336/ http://irep.iium.edu.my/57336/1/57336_Torsional%20Vibration_complete.pdf http://irep.iium.edu.my/57336/2/57336_Torsional%20Vibration_SCOPUS.pdf http://irep.iium.edu.my/57336/13/57336_Torsional%20vibration%20reduction%20_wos.pdf
first_indexed	2023-09-18T21:21:02Z
last_indexed	2023-09-18T21:21:02Z
_version_	1777411882716495872

Torsional vibration reduction with augmented inverse model-based controller in wind turbine drivetrain

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